{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: total: 0 ns\n",
      "Wall time: 1 ms\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stock(SH, 510050, 上证50ETF, ETF, 1, 2005-02-23 00:00:00, +infinity)\n"
     ]
    }
   ],
   "source": [
    "# 定义回测时间\n",
    "start_date = Datetime(20200101)\n",
    "end_date = Datetime(20240501)\n",
    "\n",
    "# 指定分析对象\n",
    "stk = sm['sh510050']\n",
    "print(stk)\n",
    "k = stk.get_kdata(Query(start_date, end_date))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[KRecord(Datetime(202404240000), 2.4540, 2.4620, 2.4400, 2.4570, 1637772.2880, 6679206.0000),\n",
       " KRecord(Datetime(202404250000), 2.4530, 2.4720, 2.4450, 2.4660, 1344262.7840, 5467004.0000),\n",
       " KRecord(Datetime(202404260000), 2.4680, 2.5040, 2.4680, 2.4960, 2552948.7360, 10252533.0000),\n",
       " KRecord(Datetime(202404290000), 2.4940, 2.5300, 2.4890, 2.5110, 3201015.5520, 12745864.0000),\n",
       " KRecord(Datetime(202404300000), 2.5080, 2.5190, 2.4980, 2.5000, 1530682.3680, 6102266.0000)]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "k[-5:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "k.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "slow_n = 120\n",
    "fast_n = 20\n",
    "slow_ma = MA(CLOSE, slow_n)\n",
    "fast_ma = MA(CLOSE, fast_n)\n",
    "\n",
    "# 默认的 k 数据较多，绘制看不清，这里取当前最后的200个k线作为示意\n",
    "k.close.plot(legend_on=True, label='收盘价')\n",
    "slow_ma(k).plot(new=False, legend_on=True, label=f'{slow_n}日均线')\n",
    "fast_ma(k).plot(new=False, legend_on=True, label=f'{fast_n}日均线')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "buy_ind = fast_ma > slow_ma\n",
    "sell_ind = NOT(buy_ind)\n",
    "buy_ind(k).plot()\n",
    "# sell_ind(k).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 定义回测账户，并指定成本算法\n",
    "my_tm = crtTM(start_date, init_cash=100000, cost_func=TC_FixedA2017())\n",
    "\n",
    "# 创建信号指示器\n",
    "my_sg = SG_Bool(buy_ind, sell_ind)\n",
    "\n",
    "# 创建资金管理算法\n",
    "my_mm = MM_Nothing()\n",
    "\n",
    "# 移滑价差\n",
    "my_sp = SP_FixedValue(0.05)\n",
    "\n",
    "# 创建交易系统\n",
    "my_sys = SYS_Simple(tm=my_tm, sg=my_sg, mm=my_mm, sp=my_sp)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_sys.run(stk, Query(start_date, end_date))\n",
    "my_sys.performance()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: total: 31.2 ms\n",
      "Wall time: 268 ms\n"
     ]
    }
   ],
   "source": [
    "stks = [s for s in sm if s.valid and s.type == constant.STOCKTYPE_A and s.start_datetime < start_date]\n",
    "%time df = analysis_sys_list(stks, Query(start_date, end_date), my_sys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>证券代码</th>\n",
       "      <th>证券名称</th>\n",
       "      <th>累计投入本金</th>\n",
       "      <th>当前总资产</th>\n",
       "      <th>现金余额</th>\n",
       "      <th>未平仓头寸净值</th>\n",
       "      <th>赢利交易比例%</th>\n",
       "      <th>赢利交易数</th>\n",
       "      <th>亏损交易数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>SH603277</td>\n",
       "      <td>银都股份</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>130597.45</td>\n",
       "      <td>477.45</td>\n",
       "      <td>130120.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>SH603970</td>\n",
       "      <td>中农立华</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>159974.30</td>\n",
       "      <td>1278.30</td>\n",
       "      <td>158696.0</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SH603233</td>\n",
       "      <td>大参林</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>120917.70</td>\n",
       "      <td>120917.70</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>SH603260</td>\n",
       "      <td>合盛硅业</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>232104.03</td>\n",
       "      <td>232104.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>SH603976</td>\n",
       "      <td>正川股份</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>156472.72</td>\n",
       "      <td>156472.72</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2743</th>\n",
       "      <td>SZ002843</td>\n",
       "      <td>泰嘉股份</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>111593.07</td>\n",
       "      <td>111593.07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2746</th>\n",
       "      <td>SZ002847</td>\n",
       "      <td>盐津铺子</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>196118.35</td>\n",
       "      <td>5868.35</td>\n",
       "      <td>190250.0</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2753</th>\n",
       "      <td>SZ002866</td>\n",
       "      <td>传艺科技</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>105564.68</td>\n",
       "      <td>105564.68</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2754</th>\n",
       "      <td>SZ002867</td>\n",
       "      <td>周大生</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>111588.08</td>\n",
       "      <td>111588.08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2784</th>\n",
       "      <td>SZ002930</td>\n",
       "      <td>宏川智慧</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>110870.33</td>\n",
       "      <td>110870.33</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80.000000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>417 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          证券代码  证券名称    累计投入本金      当前总资产       现金余额   未平仓头寸净值     赢利交易比例%  \\\n",
       "12    SH603277  银都股份  100000.0  130597.45     477.45  130120.0   33.333333   \n",
       "22    SH603970  中农立华  100000.0  159974.30    1278.30  158696.0   60.000000   \n",
       "25    SH603233   大参林  100000.0  120917.70  120917.70       0.0   50.000000   \n",
       "28    SH603260  合盛硅业  100000.0  232104.03  232104.03       0.0   20.000000   \n",
       "48    SH603976  正川股份  100000.0  156472.72  156472.72       0.0   16.666667   \n",
       "...        ...   ...       ...        ...        ...       ...         ...   \n",
       "2743  SZ002843  泰嘉股份  100000.0  111593.07  111593.07       0.0   40.000000   \n",
       "2746  SZ002847  盐津铺子  100000.0  196118.35    5868.35  190250.0   40.000000   \n",
       "2753  SZ002866  传艺科技  100000.0  105564.68  105564.68       0.0  100.000000   \n",
       "2754  SZ002867   周大生  100000.0  111588.08  111588.08       0.0   50.000000   \n",
       "2784  SZ002930  宏川智慧  100000.0  110870.33  110870.33       0.0   80.000000   \n",
       "\n",
       "      赢利交易数  亏损交易数  \n",
       "12      2.0    4.0  \n",
       "22      3.0    2.0  \n",
       "25      2.0    2.0  \n",
       "28      1.0    4.0  \n",
       "48      1.0    5.0  \n",
       "...     ...    ...  \n",
       "2743    2.0    3.0  \n",
       "2746    2.0    3.0  \n",
       "2753    2.0    0.0  \n",
       "2754    3.0    3.0  \n",
       "2784    4.0    1.0  \n",
       "\n",
       "[417 rows x 9 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['当前总资产'] > 100000]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>证券代码</th>\n",
       "      <th>证券名称</th>\n",
       "      <th>累计投入本金</th>\n",
       "      <th>当前总资产</th>\n",
       "      <th>现金余额</th>\n",
       "      <th>未平仓头寸净值</th>\n",
       "      <th>赢利交易比例%</th>\n",
       "      <th>赢利交易数</th>\n",
       "      <th>亏损交易数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>SH600605</td>\n",
       "      <td>汇通能源</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>94265.45</td>\n",
       "      <td>2137.45</td>\n",
       "      <td>92128.0</td>\n",
       "      <td>66.666667</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>SZ000725</td>\n",
       "      <td>京东方Ａ</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>SH600354</td>\n",
       "      <td>敦煌种业</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>76995.17</td>\n",
       "      <td>76995.17</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>SH600606</td>\n",
       "      <td>绿地控股</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>SH600355</td>\n",
       "      <td>精伦电子</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>100000.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2787</th>\n",
       "      <td>SZ002950</td>\n",
       "      <td>奥美医疗</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>36131.30</td>\n",
       "      <td>36131.30</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2788</th>\n",
       "      <td>SZ002951</td>\n",
       "      <td>*ST金时</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>59248.96</td>\n",
       "      <td>59248.96</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2789</th>\n",
       "      <td>SZ002952</td>\n",
       "      <td>亚世光电</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>79085.18</td>\n",
       "      <td>79085.18</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2790</th>\n",
       "      <td>SZ002953</td>\n",
       "      <td>日丰股份</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>25015.08</td>\n",
       "      <td>25015.08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2791</th>\n",
       "      <td>SZ002955</td>\n",
       "      <td>鸿合科技</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>37730.26</td>\n",
       "      <td>37730.26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2375 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          证券代码   证券名称    累计投入本金      当前总资产       现金余额  未平仓头寸净值    赢利交易比例%  \\\n",
       "0     SH600605   汇通能源  100000.0   94265.45    2137.45  92128.0  66.666667   \n",
       "1     SZ000725   京东方Ａ  100000.0  100000.00  100000.00      0.0   0.000000   \n",
       "2     SH600354   敦煌种业  100000.0   76995.17   76995.17      0.0   0.000000   \n",
       "3     SH600606   绿地控股  100000.0  100000.00  100000.00      0.0   0.000000   \n",
       "4     SH600355   精伦电子  100000.0  100000.00  100000.00      0.0   0.000000   \n",
       "...        ...    ...       ...        ...        ...      ...        ...   \n",
       "2787  SZ002950   奥美医疗  100000.0   36131.30   36131.30      0.0   0.000000   \n",
       "2788  SZ002951  *ST金时  100000.0   59248.96   59248.96      0.0  16.666667   \n",
       "2789  SZ002952   亚世光电  100000.0   79085.18   79085.18      0.0  20.000000   \n",
       "2790  SZ002953   日丰股份  100000.0   25015.08   25015.08      0.0   0.000000   \n",
       "2791  SZ002955   鸿合科技  100000.0   37730.26   37730.26      0.0   0.000000   \n",
       "\n",
       "      赢利交易数  亏损交易数  \n",
       "0       2.0    1.0  \n",
       "1       0.0    0.0  \n",
       "2       0.0    1.0  \n",
       "3       0.0    0.0  \n",
       "4       0.0    0.0  \n",
       "...     ...    ...  \n",
       "2787    0.0    7.0  \n",
       "2788    1.0    5.0  \n",
       "2789    1.0    4.0  \n",
       "2790    0.0    8.0  \n",
       "2791    0.0    5.0  \n",
       "\n",
       "[2375 rows x 9 columns]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['当前总资产'] <= 100000]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: total: 0 ns\n",
      "Wall time: 24.5 ms\n"
     ]
    }
   ],
   "source": [
    "stks = [s for s in sm if s.valid and s.type == constant.STOCKTYPE_ETF and s.start_datetime < start_date]\n",
    "%time df = analysis_sys_list(stks, Query(start_date, end_date), my_sys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>证券代码</th>\n",
       "      <th>证券名称</th>\n",
       "      <th>累计投入本金</th>\n",
       "      <th>当前总资产</th>\n",
       "      <th>现金余额</th>\n",
       "      <th>未平仓头寸净值</th>\n",
       "      <th>赢利交易比例%</th>\n",
       "      <th>赢利交易数</th>\n",
       "      <th>亏损交易数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>SH513100</td>\n",
       "      <td>纳指ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>102807.95</td>\n",
       "      <td>102807.95</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>SZ159909</td>\n",
       "      <td>TMT50ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>102761.96</td>\n",
       "      <td>102761.96</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>SZ159925</td>\n",
       "      <td>沪深300ETF南方</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>109119.98</td>\n",
       "      <td>909.98</td>\n",
       "      <td>108210.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>SZ159943</td>\n",
       "      <td>深证成指ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>120169.72</td>\n",
       "      <td>120169.72</td>\n",
       "      <td>0.0</td>\n",
       "      <td>75.000000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>SH513600</td>\n",
       "      <td>恒生指数ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>102323.82</td>\n",
       "      <td>102323.82</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>SH510130</td>\n",
       "      <td>中盘ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>104200.84</td>\n",
       "      <td>104200.84</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>SH511220</td>\n",
       "      <td>城投债ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>109257.47</td>\n",
       "      <td>7297.47</td>\n",
       "      <td>101960.0</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>SH510590</td>\n",
       "      <td>中证500ETF平安</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>101458.72</td>\n",
       "      <td>101458.72</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.500000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>SH510680</td>\n",
       "      <td>上证50ETF基金</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>111738.30</td>\n",
       "      <td>48.30</td>\n",
       "      <td>111690.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>SH510710</td>\n",
       "      <td>上证50ETF博时</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>107595.24</td>\n",
       "      <td>107595.24</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>SH510390</td>\n",
       "      <td>沪深300ETF平安</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>121598.42</td>\n",
       "      <td>121598.42</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>SH510600</td>\n",
       "      <td>申万上证50ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>128608.46</td>\n",
       "      <td>128608.46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>SH510300</td>\n",
       "      <td>沪深300ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>101735.63</td>\n",
       "      <td>101735.63</td>\n",
       "      <td>0.0</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>SH510210</td>\n",
       "      <td>上证指数ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>104277.04</td>\n",
       "      <td>104277.04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>SH518880</td>\n",
       "      <td>黄金ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>113486.78</td>\n",
       "      <td>2480.78</td>\n",
       "      <td>111006.0</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>SH518800</td>\n",
       "      <td>黄金基金ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>112048.45</td>\n",
       "      <td>2428.45</td>\n",
       "      <td>109620.0</td>\n",
       "      <td>28.571429</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>SZ159937</td>\n",
       "      <td>黄金ETF基金</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>113327.05</td>\n",
       "      <td>2342.05</td>\n",
       "      <td>110985.0</td>\n",
       "      <td>28.571429</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         证券代码        证券名称    累计投入本金      当前总资产       现金余额   未平仓头寸净值  \\\n",
       "0    SH513100       纳指ETF  100000.0  102807.95  102807.95       0.0   \n",
       "22   SZ159909    TMT50ETF  100000.0  102761.96  102761.96       0.0   \n",
       "37   SZ159925  沪深300ETF南方  100000.0  109119.98     909.98  108210.0   \n",
       "46   SZ159943     深证成指ETF  100000.0  120169.72  120169.72       0.0   \n",
       "50   SH513600     恒生指数ETF  100000.0  102323.82  102323.82       0.0   \n",
       "53   SH510130       中盘ETF  100000.0  104200.84  104200.84       0.0   \n",
       "87   SH511220      城投债ETF  100000.0  109257.47    7297.47  101960.0   \n",
       "92   SH510590  中证500ETF平安  100000.0  101458.72  101458.72       0.0   \n",
       "93   SH510680   上证50ETF基金  100000.0  111738.30      48.30  111690.0   \n",
       "100  SH510710   上证50ETF博时  100000.0  107595.24  107595.24       0.0   \n",
       "129  SH510390  沪深300ETF平安  100000.0  121598.42  121598.42       0.0   \n",
       "130  SH510600   申万上证50ETF  100000.0  128608.46  128608.46       0.0   \n",
       "137  SH510300    沪深300ETF  100000.0  101735.63  101735.63       0.0   \n",
       "138  SH510210     上证指数ETF  100000.0  104277.04  104277.04       0.0   \n",
       "145  SH518880       黄金ETF  100000.0  113486.78    2480.78  111006.0   \n",
       "146  SH518800     黄金基金ETF  100000.0  112048.45    2428.45  109620.0   \n",
       "204  SZ159937     黄金ETF基金  100000.0  113327.05    2342.05  110985.0   \n",
       "\n",
       "        赢利交易比例%  赢利交易数  亏损交易数  \n",
       "0    100.000000    1.0    0.0  \n",
       "22    50.000000    1.0    1.0  \n",
       "37     0.000000    0.0    0.0  \n",
       "46    75.000000    3.0    1.0  \n",
       "50   100.000000    1.0    0.0  \n",
       "53    40.000000    2.0    3.0  \n",
       "87    60.000000    3.0    2.0  \n",
       "92    37.500000    3.0    5.0  \n",
       "93    50.000000    1.0    1.0  \n",
       "100   33.333333    1.0    2.0  \n",
       "129   33.333333    1.0    2.0  \n",
       "130  100.000000    1.0    0.0  \n",
       "137   25.000000    1.0    3.0  \n",
       "138   50.000000    1.0    1.0  \n",
       "145   20.000000    1.0    4.0  \n",
       "146   28.571429    2.0    5.0  \n",
       "204   28.571429    2.0    5.0  "
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['当前总资产'] > 100000]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>证券代码</th>\n",
       "      <th>证券名称</th>\n",
       "      <th>累计投入本金</th>\n",
       "      <th>当前总资产</th>\n",
       "      <th>现金余额</th>\n",
       "      <th>未平仓头寸净值</th>\n",
       "      <th>赢利交易比例%</th>\n",
       "      <th>赢利交易数</th>\n",
       "      <th>亏损交易数</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>SH510050</td>\n",
       "      <td>上证50ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>97630.21</td>\n",
       "      <td>97630.21</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>SZ159919</td>\n",
       "      <td>沪深300ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>67196.81</td>\n",
       "      <td>67196.81</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>SH510020</td>\n",
       "      <td>超大盘ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>88417.78</td>\n",
       "      <td>385.78</td>\n",
       "      <td>88032.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>SH510850</td>\n",
       "      <td>工银上证50ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>91011.73</td>\n",
       "      <td>789.73</td>\n",
       "      <td>90222.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>SH512500</td>\n",
       "      <td>中证500ETF华夏</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>93484.28</td>\n",
       "      <td>93484.28</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>SZ159908</td>\n",
       "      <td>创业板ETF博时</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>90230.39</td>\n",
       "      <td>90230.39</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>SZ159910</td>\n",
       "      <td>基本面120ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>94089.32</td>\n",
       "      <td>94089.32</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SH510630</td>\n",
       "      <td>消费30ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>89416.50</td>\n",
       "      <td>89416.50</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>SZ159901</td>\n",
       "      <td>深证100ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>85490.36</td>\n",
       "      <td>320.36</td>\n",
       "      <td>85170.0</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>SZ159922</td>\n",
       "      <td>中证500ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>84220.71</td>\n",
       "      <td>84220.71</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.500000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>SZ159928</td>\n",
       "      <td>消费ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>79188.57</td>\n",
       "      <td>79188.57</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>SH510230</td>\n",
       "      <td>金融ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>91980.46</td>\n",
       "      <td>91980.46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>SH510660</td>\n",
       "      <td>医药卫生ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>71427.40</td>\n",
       "      <td>71427.40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>SH510090</td>\n",
       "      <td>ESGETF基金</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>94420.95</td>\n",
       "      <td>94420.95</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>SH510350</td>\n",
       "      <td>工银沪深300ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>92001.87</td>\n",
       "      <td>2646.87</td>\n",
       "      <td>89355.0</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>SZ159934</td>\n",
       "      <td>黄金ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>87580.98</td>\n",
       "      <td>87580.98</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>SH510190</td>\n",
       "      <td>上证50ETF指数基金</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>61476.80</td>\n",
       "      <td>168.80</td>\n",
       "      <td>61308.0</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>SH510330</td>\n",
       "      <td>沪深300ETF华夏</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>73858.51</td>\n",
       "      <td>73858.51</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>SZ159961</td>\n",
       "      <td>深100ETF方正富邦</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>92470.64</td>\n",
       "      <td>92470.64</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>SH512600</td>\n",
       "      <td>必选消费ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>90007.93</td>\n",
       "      <td>90007.93</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>SH515360</td>\n",
       "      <td>方正沪深300ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>94261.42</td>\n",
       "      <td>94261.42</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.285714</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>SZ159977</td>\n",
       "      <td>创业板ETF天弘</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>84250.43</td>\n",
       "      <td>84250.43</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>SH510880</td>\n",
       "      <td>红利ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>79877.04</td>\n",
       "      <td>1302.04</td>\n",
       "      <td>78575.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>SH510500</td>\n",
       "      <td>中证500ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>83181.98</td>\n",
       "      <td>83181.98</td>\n",
       "      <td>0.0</td>\n",
       "      <td>28.571429</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>SH510580</td>\n",
       "      <td>中证500ETF易方达</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>98935.97</td>\n",
       "      <td>98935.97</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>SH515660</td>\n",
       "      <td>国联安沪深300ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>82188.53</td>\n",
       "      <td>1875.53</td>\n",
       "      <td>80313.0</td>\n",
       "      <td>14.285714</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>SH512120</td>\n",
       "      <td>医药50ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>89335.94</td>\n",
       "      <td>89335.94</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>SH512010</td>\n",
       "      <td>医药ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>96946.03</td>\n",
       "      <td>96946.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>SH511030</td>\n",
       "      <td>公司债ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>98681.26</td>\n",
       "      <td>3839.26</td>\n",
       "      <td>94842.0</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>SH510180</td>\n",
       "      <td>上证180ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>71420.32</td>\n",
       "      <td>482.32</td>\n",
       "      <td>70938.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>SH510170</td>\n",
       "      <td>大宗商品ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>69515.18</td>\n",
       "      <td>69515.18</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>SH510150</td>\n",
       "      <td>消费ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>91254.32</td>\n",
       "      <td>91254.32</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>SH510030</td>\n",
       "      <td>价值ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>92981.60</td>\n",
       "      <td>92981.60</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>SZ159968</td>\n",
       "      <td>中证500ETF博时</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>85397.98</td>\n",
       "      <td>85397.98</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.500000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>SZ159916</td>\n",
       "      <td>深F60ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>75592.62</td>\n",
       "      <td>639.62</td>\n",
       "      <td>74953.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>SZ159948</td>\n",
       "      <td>创业板ETF南方</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>72532.63</td>\n",
       "      <td>72532.63</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>SZ159933</td>\n",
       "      <td>国投金融地产ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>84111.51</td>\n",
       "      <td>84111.51</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>SZ159902</td>\n",
       "      <td>中小100ETF</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>91378.81</td>\n",
       "      <td>91378.81</td>\n",
       "      <td>0.0</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         证券代码         证券名称    累计投入本金     当前总资产      现金余额  未平仓头寸净值    赢利交易比例%  \\\n",
       "1    SH510050      上证50ETF  100000.0  97630.21  97630.21      0.0  33.333333   \n",
       "6    SZ159919     沪深300ETF  100000.0  67196.81  67196.81      0.0   0.000000   \n",
       "15   SH510020       超大盘ETF  100000.0  88417.78    385.78  88032.0   0.000000   \n",
       "17   SH510850    工银上证50ETF  100000.0  91011.73    789.73  90222.0   0.000000   \n",
       "20   SH512500   中证500ETF华夏  100000.0  93484.28  93484.28      0.0  40.000000   \n",
       "23   SZ159908     创业板ETF博时  100000.0  90230.39  90230.39      0.0  50.000000   \n",
       "24   SZ159910    基本面120ETF  100000.0  94089.32  94089.32      0.0   0.000000   \n",
       "25   SH510630      消费30ETF  100000.0  89416.50  89416.50      0.0   0.000000   \n",
       "29   SZ159901     深证100ETF  100000.0  85490.36    320.36  85170.0  25.000000   \n",
       "35   SZ159922     中证500ETF  100000.0  84220.71  84220.71      0.0  37.500000   \n",
       "38   SZ159928        消费ETF  100000.0  79188.57  79188.57      0.0   0.000000   \n",
       "40   SH510230        金融ETF  100000.0  91980.46  91980.46      0.0   0.000000   \n",
       "44   SH510660      医药卫生ETF  100000.0  71427.40  71427.40      0.0   0.000000   \n",
       "60   SH510090     ESGETF基金  100000.0  94420.95  94420.95      0.0   0.000000   \n",
       "69   SH510350   工银沪深300ETF  100000.0  92001.87   2646.87  89355.0  20.000000   \n",
       "77   SZ159934        黄金ETF  100000.0  87580.98  87580.98      0.0  33.333333   \n",
       "85   SH510190  上证50ETF指数基金  100000.0  61476.80    168.80  61308.0  10.000000   \n",
       "91   SH510330   沪深300ETF华夏  100000.0  73858.51  73858.51      0.0   0.000000   \n",
       "97   SZ159961  深100ETF方正富邦  100000.0  92470.64  92470.64      0.0   0.000000   \n",
       "104  SH512600      必选消费ETF  100000.0  90007.93  90007.93      0.0   0.000000   \n",
       "106  SH515360   方正沪深300ETF  100000.0  94261.42  94261.42      0.0  14.285714   \n",
       "132  SZ159977     创业板ETF天弘  100000.0  84250.43  84250.43      0.0  50.000000   \n",
       "133  SH510880        红利ETF  100000.0  79877.04   1302.04  78575.0   0.000000   \n",
       "142  SH510500     中证500ETF  100000.0  83181.98  83181.98      0.0  28.571429   \n",
       "143  SH510580  中证500ETF易方达  100000.0  98935.97  98935.97      0.0  50.000000   \n",
       "152  SH515660  国联安沪深300ETF  100000.0  82188.53   1875.53  80313.0  14.285714   \n",
       "175  SH512120      医药50ETF  100000.0  89335.94  89335.94      0.0   0.000000   \n",
       "176  SH512010        医药ETF  100000.0  96946.03  96946.03      0.0   0.000000   \n",
       "191  SH511030       公司债ETF  100000.0  98681.26   3839.26  94842.0  20.000000   \n",
       "198  SH510180     上证180ETF  100000.0  71420.32    482.32  70938.0   0.000000   \n",
       "199  SH510170      大宗商品ETF  100000.0  69515.18  69515.18      0.0   0.000000   \n",
       "200  SH510150        消费ETF  100000.0  91254.32  91254.32      0.0   0.000000   \n",
       "202  SH510030        价值ETF  100000.0  92981.60  92981.60      0.0  50.000000   \n",
       "207  SZ159968   中证500ETF博时  100000.0  85397.98  85397.98      0.0  37.500000   \n",
       "208  SZ159916      深F60ETF  100000.0  75592.62    639.62  74953.0   0.000000   \n",
       "216  SZ159948     创业板ETF南方  100000.0  72532.63  72532.63      0.0   0.000000   \n",
       "219  SZ159933    国投金融地产ETF  100000.0  84111.51  84111.51      0.0   0.000000   \n",
       "226  SZ159902     中小100ETF  100000.0  91378.81  91378.81      0.0  25.000000   \n",
       "\n",
       "     赢利交易数  亏损交易数  \n",
       "1      1.0    2.0  \n",
       "6      0.0    6.0  \n",
       "15     0.0    2.0  \n",
       "17     0.0    1.0  \n",
       "20     2.0    3.0  \n",
       "23     1.0    1.0  \n",
       "24     0.0    1.0  \n",
       "25     0.0    1.0  \n",
       "29     1.0    3.0  \n",
       "35     3.0    5.0  \n",
       "38     0.0    2.0  \n",
       "40     0.0    1.0  \n",
       "44     0.0    3.0  \n",
       "60     0.0    1.0  \n",
       "69     1.0    4.0  \n",
       "77     2.0    4.0  \n",
       "85     1.0    9.0  \n",
       "91     0.0    5.0  \n",
       "97     0.0    1.0  \n",
       "104    0.0    2.0  \n",
       "106    1.0    6.0  \n",
       "132    1.0    1.0  \n",
       "133    0.0    4.0  \n",
       "142    2.0    5.0  \n",
       "143    2.0    2.0  \n",
       "152    1.0    6.0  \n",
       "175    0.0    1.0  \n",
       "176    0.0    1.0  \n",
       "191    1.0    4.0  \n",
       "198    0.0    4.0  \n",
       "199    0.0    2.0  \n",
       "200    0.0    2.0  \n",
       "202    1.0    1.0  \n",
       "207    3.0    5.0  \n",
       "208    0.0    3.0  \n",
       "216    0.0    2.0  \n",
       "219    0.0    3.0  \n",
       "226    1.0    3.0  "
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['当前总资产'] < 100000]"
   ]
  }
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